We now introduce an important functional property, which is called Polyak-Łojasiewicz (PL) condition [1]}. PL condition has been observed in training deep neural networks [2]}, [3]}, and it is widely used to establish convergence in the literature of optimization [3]}, [5]}, [6]}, [7]}, [8]}, [9]}.
